Publications citing MIMIC-IV v3.1

Contraindication-adjusted prescription omission patterns of RASi, beta-blockers, and MRAs in hospitalized heart failure: associations with 30-day and 1-year mortality
Azfar Athar Ishaqui, Rina Tripathi, Pankaj Tripathi et al. Naunyn-Schmiedeberg s Archives of Pharmacology, 2026. Cites: paper

Association between platelet-to-white blood cell ratio and short-term prognosis in patients with acute myocardial infarction: a retrospective cohort study
Zelin Kang, Yongxin Liao, Chong Zheng et al. Frontiers in Cardiovascular Medicine, 2026. Cites: paper

Decoding the Prognosis of Sepsis-Induced Acute Lung Injury: Machine Learning Model Development and SHAP Interpretability Analysis Based on Critical Care Databases
Yan Wang, Ke Ma, Huali Zhang et al. Diagnostics, 2026. Cites: paper

Pretraining on Adult ICU Data Accelerates Data Efficient AI Model Development in Critically Ill Children
Yuxuan Liu, Jake Ormond, Emma C Alexander et al. Research Square, 2026. Cites: paper

Serum IgA levels predict mortality in patients with sepsis who have high IgG levels: An observational analysis study based on real-world clinical data and the MIMIC-IV database
Fuquan Tu, Yongning Huang, Wanru Li et al. Research Square, 2026. Cites: paper

Dynamic Coagulation Deterioration and Cumulative Burden Preceding Noncoagulation Organ Dysfunction in Sepsis: A Two-Database Cohort Study
Xiang Li, Jingjing Dai, Xilei Cai et al. Journal of Clinical Medicine, 2026. Cites: paper

Real-time sepsis risk stratification on cloud data warehouses: a fuzzy inference system on MIMIC-IV
Jagan Mohan Reddy Danda, Sakib Nazmus, Haritha Ivsl et al. BMC Medical Informatics and Decision Making, 2026. Cites: dataset, paper

Deferral-Rule Geometry, Not Multidimensional Reliability, Explains Selective-Prediction Gains in Clinical AI: A Three-Database Intensive Care Study
Yunguo Yu, Bernardo Gabriele Collaço, S. Prabha et al. Bioengineering, 2026. Cites: paper

Development and validation of an interpretable machine learning model for early prediction of mortality in ICU patients with chronic obstructive pulmonary disease and heart failure
J. Shen, Yucheng Liu, Yikun Chen. Medicine, 2026. Cites: paper

Neutrophil-to-prognostic nutritional index ratio and short-term mortality in heart failure: an exploratory association without demonstrated superiority over PNI, NLR, or SII
Zhenyu Yuan, Mohan Li, Lei Zhao et al. Frontiers in Nutrition, 2026. Cites: paper

Retrieval-augmented generation in biomedicine: a survey of technologies, datasets, and clinical applications
Jiawei He, Boya Zhang, Hossein Rouhizadeh et al. Artificial Intelligence Review, 2026. Cites: paper

Six-hour landmark prediction of poor subsequent urine output in critically ill adults with heart failure: model development and external validation
庄小环, Xinyuan Zhang, 方统念. Research Square, 2026. Cites: dataset, paper

Time-dependent associations of documented low-dose aspirin administration with 28-day mortality and early safety outcomes in adults with sepsis: a MIMIC-IV cohort study
Chaoliang Hu, Dengwei Cheng, Shuli Hu. Frontiers in Medicine, 2026. Cites: paper

Association Between Vasopressor Discontinuation Sequence and Clinical Outcomes in Septic Shock: Norepinephrine Versus Vasopressin in the MIMIC-IV Database
Lixian Jin, Yancong Wu, Hao Wang. Journal of Clinical Medicine, 2026. Cites: paper

A three-axis burden score and in-hospital mortality in ICU patients with heart failure and atrial fibrillation: limited incremental discrimination and transportability in a retrospective cohort study
Jiaodan Wang¹, Rui Yu. Research Square, 2026. Cites: paper

Cardiomonostack: A postoperative heart failure risk prediction model for total hip arthroplasty driven by ensemble learning
Junqi Cui, Eunice Ya Ping Lim, Chi Eung Danforn Lim. Technology and Health Care, 2026. Cites: dataset

Development and external evaluation of a routine laboratory-based three-ratio score for in- hospital mortality in older critically ill patients with atherosclerotic cardiovascular disease: a MIMIC-IV and eICU study
Shiwen Cui, Xiaoyi Yao, Xiang Zhou et al. Research Square, 2026. Cites: paper

Evidence-Grounded Retrieval- Augmented Generation and Knowledge-Graph Grounding for Patient-Safety Reasoning: A Comparative Evaluation
Sharare Taheri Moghadam, Md Shafiqur Rahman Jabin. Research Square, 2026. Cites: paper

Serum uric acid-to-creatinine ratio and preeclampsia: a retrospective cross-sectional analysis with machine learning discrimination using the MIMIC-IV database
Yangyang Xie, Zixin Pi. Research Square, 2026. Cites: paper

Ventricular repolarization in hospitalized patients with inflammatory bowel disease: a weighted real-world ECG study
Yuyong Tan, Liyi Liao, jirong Huo et al. Research Square, 2026. Cites: paper

Initial empiric carbapenem versus non-carbapenem β-lactam/β-lactamase inhibitor therapy in sepsis across simplified SENECA phenotypes: a retrospective study of two independent cohorts
Haoyang Jin, Shuohan Li, Fuchao Xu et al. European Journal of Clinical Microbiology & Infectious Diseases, 2026. Cites: dataset, paper

Pre-extubation calculated serum osmolality and early invasive reintubation in critically ill adults: a dual-database study with multicenter external replication
Weibin Huang, Jiaxiang Bian, Youli Chen et al. Frontiers in Medicine, 2026. Cites: paper

Does QRS-T loop coupling add to the QRS-T angle? Frechet distance and reduced ejection fraction in hospital ECGs, with named measurement-error scenarios
Leo Probst. Research Square, 2026. Cites: dataset, paper

First ICU-day red blood cell transfusion burden and subsequent ICU delirium after cardiac surgery: a 24-h landmark study using MIMIC-IV
Lezhen Wang, HAN Ying, Xiaotian Ma et al. Research Square, 2026. Cites: dataset, paper

Heart-rate-based clock alignment in intensive-care ECGs, serial-ECG matching and administrative follow-up in MIMIC-IV
Leo Probst. Research Square, 2026. Cites: dataset

Initial Red Cell Infusion Rate and Escalation of Respiratory Support in Critically Ill Adults: A Target Trial Emulation
Zhenkun Zhao, Xiaoye Chen, Zhongjing Pan et al. Journal of Clinical Medicine, 2026. Cites: paper

Measurement definition, reference availability and testability shaped the verdicts on classical ECG rules in routine hospital data
Leo Probst. Research Square, 2026. Cites: dataset, paper

Repeat variation and definition dependence of ECG/VCG markers: an exploratory audit of one implementation (LoopLens 10.1)
Leo Probst. Research Square, 2026. Cites: dataset

Toward a Common Language for Trustworthy AI in Healthcare
Michael S. Ramirez Campos, Rebecca Elliott, Thomas E. Doyle. Research Square, 2026. Cites: paper

Toward Explainable AI for Acute Kidney Injury Prediction in the ICU: Transparent Development, Internal Validation, and Robustness Auditing of Machine Learning Models
Ismail Allahwerdi, Gul Muhammad Soomro, Said Krayem et al. Information, 2026. Cites: paper

Association Between Albumin–Bilirubin Index and Clinical Outcomes in Septic Acute Kidney Injury Patients
Caihong Liu, 吴冬梅, Liyao Yang et al. Journal of Intensive Care Medicine, 2026. Cites: paper

Frozen Echocardiography Foundation Model Embeddings Contain Linearly Recoverable LVOT VTI and TAPSE Report-Label Signal in MIMIC-IV-ECHO
Paul Karim, Jiahui Chen, Isaac Huang et al. Journal of Imaging Informatics in Medicine, 2026. Cites: paper

Identical results, hidden data problems: running CMS's digital quality measures on real hospital data
Sai Sharan Kasa. Research Square, 2026. Cites: dataset, paper

Observability of Fifth Universal Definition of Myocardial Infarction components in linked electronic health records: a retrospective MIMIC-IV study
Hongwei Tan, Zheng Liu, Zhixin Li et al. Research Square, 2026. Cites: paper

Translational assessment of nursing care models for oncology patients with cardiovascular risk factors
Huili Du, Jing Wang, Yuguang Xing. Frontiers in Cardiovascular Medicine, 2026. Cites: paper

WarfaRisk: A Reproducible, Fairness-Aware Machine Learning Pipeline for Warfarin Dose Prediction (Prototype)
Hassan Barmandah, Siraj Aldeen Marghalani, Omar A. Bawazir et al. AI, 2026. Cites: paper

Analysis code for: Aetiology-specific sedation–delirium associations in acute brain injury depend on the handling of unassessable assessments
Chen Jianglong, Guojun Dong, Guangming Gong et al. Zenodo (CERN European Organization for Nuclear Research), 2026. Cites: dataset

Evaluating Intensive Care Unit Patient Trajectory Representations Using a Temporal Entity-Attribute-Value Schema: a Retrospective Multicenter Benchmarking Study (Preprint)
Dimitrios Proios, Alban Bornet, Yamil Vindas et al. 2026. Cites: dataset, paper

Evidence-Grounded Large Language Model Reasoning for Patient Safety Using Knowledge Graphs and Retrieval-Augmented Generation: Development and Evaluation Study
Sharare Taheri Moghadam, Md Shafiqur Rahman Jabin. Research Square, 2026. Cites: paper

Longitudinal Stress Hyperglycemia Ratio Trajectories Identify Reproducible Metabolic Risk Phenotypes in Sepsis: A Multi- Database Cohort Study
Kangxing Wang, You Wu, Xiaoqian Huang et al. Research Square, 2026. Cites: paper

Preoperative Glucose-to-Albumin Ratio and Postoperative Acute Kidney Injury in Patients Admitted to the Cardiac Surgery Recovery Unit: Association Analyses and Interpretable Machine Learning Based on the MIMIC-IV Database
Pingping Wang, Haibo Ren, Qiong Zhang. Research Square, 2026. Cites: paper

AGraphHF: Adversarial graph-based multimodal learning for heart failure risk prediction
Mamo Tadiyos Hailemichael, Mohammed Hasanuzzaman, Hui Wang et al. Artificial Intelligence in Medicine, 2026. Cites: paper

Causal-Temporal Representation Learning for Comorbidity Progression Risk in Longitudinal Primary-Care Data
Rocco Zaccagnino, Gerardo Benevento, Pierpaolo Cavallo et al. Lecture notes in computer science, 2026. Cites: paper

From Clinical Risk Prediction to Operational Decisions: An Uncertainty-Aware Framework for ICU Staffing
Jiayan Yang, Ad Feelders, Arno P. J. M. Siebes. Lecture notes in computer science, 2026. Cites: paper

Advancing healthcare documentation: A systematic review of classification approaches and clinical applications
Mouhamed Gaith Ayadi, Aya Ghazouani, Hadhémi Achour. Network Modeling Analysis in Health Informatics and Bioinformatics, 2026. Cites: paper

Association of 24 hour mean blood glucose levels with mortality in patients with acute pancreatitis
Jialin Song, Shengwei Tian. Medicine, 2026. Cites: paper

Development and external validation of interpretable machine learning models for 7-, 14-, and 28-day mortality in sepsis-associated liver injury
Hao Yao, Zheng Li, Jinxiao Lü et al. Frontiers in Medicine, 2026. Cites: paper

OmniTFT: an EHR-driven multi-target forecasting model for ICU clinical decision support systems
Wanzhe Xu, Yutong Dai, Yitao Yang et al. Frontiers in Digital Health, 2026. Cites: paper

Post-norepinephrine fluid volume and clinical outcomes in septic shock: a landmark retrospective cohort analysis of MIMIC-IV
Daniele Orso, Ornella Spagnolello, Pier Mario Di Chiara et al. Heart & Lung, 2026. Cites: paper

Systemic immune–inflammation index and in-hospital mortality in critically ill patients with acute asthma exacerbation
Phan Ngoc An Huynh, V Qui Le, Ngọc Thư Lê et al. Medicine, 2026. Cites: paper

Cited by